An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/soskek/convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

chainer deep-learning deep-neural-networks machine-learning seq2seq

Last synced: 15 Jun 2025

https://github.com/charlescearl/DeepRacket

A simple starting point for doing deep learning in Racket

cudnn deep-learning racket scheme

Last synced: 08 May 2025

https://github.com/icon-lab/pgan-cgan

Official implementations of the pixel-wise and cycle-consistency GAN models for multi-contrast MRI synthesis

deep-learning gan generative-adversarial-network image-processing medical translation

Last synced: 04 Aug 2025

https://github.com/janspiry/distributed-pytorch-template

This is a seed project for distributed PyTorch training, which was built to customize your network quickly

ddp deep-learning distributeddataparallel logger pytorch seed-project template

Last synced: 14 Jul 2025

https://github.com/brandesjj/centerfusionpp

CenterFusion++ is a frustum propsal-based camera and radar sensor fusion network.

camera deep-learning nuscenes radar sensorfusion

Last synced: 20 Mar 2025

https://github.com/stanfordvl/robovat

RoboVat: A unified toolkit for simulated and real-world robotic task environments.

deep-learning deep-reinforcement-learning physics-simulation robotics

Last synced: 01 Aug 2025

https://github.com/fastai/book.fast.ai

Information for readers of the fastai book

data-science deep-learning machine-learning python pytorch teaching

Last synced: 24 Dec 2025

https://github.com/imdeep2905/neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

deep-learning gui keras kivy machine-learning matplotlib neural-networks python tensorflow

Last synced: 07 Mar 2026

https://github.com/bgu-cs-vil/dtan

Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.

alignment deep-learning pytorch temporal-transformer tensorflow time-series time-series-classification ucr

Last synced: 09 Apr 2025

https://github.com/pathak-ashutosh/eye-blink-detection

Detect eye blinks based on eye aspect ratio (EAR) introduced by Soukupová and Čech in their 2016 paper, Real-Time Eye Blink Detection Using Facial Landmarks.

blink-detection-algorithm computer-vision deep-learning eye-detection eye-tracking hog machine-learning svm

Last synced: 23 Apr 2025

https://github.com/asappresearch/dialog-intent-induction

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

clustering deep-learning emnlp nlp pytorch

Last synced: 28 Apr 2025

https://github.com/lwch/gotorch

golang libtorch binding

deep-learning go gpu libtorch mlp pytorch

Last synced: 10 Apr 2025

https://github.com/vra/dinov2-retrieval

A cli program of image retrieval using dinov2

ai computer-vision deep-learning dinov2 image-retrieval pytorch

Last synced: 12 Apr 2025

https://github.com/andreped/livermask

💥 Command line tool for automatic liver parenchyma and liver vessel segmentation in CT using a pretrained deep learning model

command-line-tool ct deep-learning free-to-use hepatic-veins liver liver-segmentation liver-vessels livermask open parenchyma portal-veins pretrained-models segmentation unet vessels

Last synced: 05 Apr 2025

https://github.com/meiyor/SincNet-for-Autism-EEG-based-Emotion-Recognition

This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including data from individuals diagnosed with Autism (ASD). For more details and data request send an email to the authors and contributors Juan Manuel Mayor Torres (juan.mayortorres@unitn.it) and Mirco Ravanelli (Mila)

autism autism-spectrum-disorder convolutional-neural-networks deep-learning sincnet

Last synced: 29 Mar 2025

https://github.com/shashankvkt/AlignMixup_CVPR22

Official Implementation of AlignMixup - CVPR 2022

alignment augmentation cvpr2022 deep-learning mixup optimal-transport pytorch

Last synced: 06 May 2025

https://github.com/gvaliente/pocket-tensor

Run Keras models from a C++ application on embedded devices

cpp11 deep-learning embedded keras machine-learning simd

Last synced: 11 Jul 2025

https://github.com/tensorflow/tfjs-data

Simple APIs to load and prepare data for use in machine learning models

data deep-learning javascript machine-learning neural-network tensorflow tfjs

Last synced: 30 Sep 2025

https://github.com/jinxins/adversarial-automixup

Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

cars196 classification computer-vision convolutional-neural-networks corruption deep-learning fgvc-aircraft imagenet pytorch

Last synced: 14 Apr 2025

https://github.com/sea-snell/grokking

unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"

artificial-intelligence deep-learning grokking neural-network python pytorch transformer transformer-models

Last synced: 02 Oct 2025

https://github.com/paperspace/gradient-cli

The command line interface for Gradient - https://gradient.paperspace.com

ai deep-learning gradient machine-learning machine-learning-library paperspace python

Last synced: 07 Apr 2025

https://github.com/jason718/game-feature-learning

Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18

computer-vision deep-learning domain-adaptation representation-learning self-supervised synthetic-data

Last synced: 10 Jul 2025

https://github.com/charmve/paperweeklyai

📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.

advanced applied-machine-learning computer-vision data-mining data-science deep-learning machine-learning machine-learning-algorithms nlp paper-with-code papers study-papers tutorials

Last synced: 23 Jun 2025

https://github.com/mrdvince/breast_cancer_detection

Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of 7,909 microscopic images.

breast-cancer breast-cancer-prediction deep-learning deep-learning-library detection histopathological-images machine machine-learning pytorch

Last synced: 20 Jun 2025

https://github.com/marine-debris/marine-debris.github.io

Quick Start Guide for MARIDA (Marine Debris Archive)

classification deep-learning marine-litter semantic-segmentation

Last synced: 07 May 2025

https://github.com/meiyor/sincnet-for-autism-eeg-based-emotion-recognition

This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including data from individuals diagnosed with Autism (ASD). For more details and data request send an email to the authors and contributors Juan Manuel Mayor Torres (juan.mayortorres@unitn.it) and Mirco Ravanelli (Mila)

autism autism-spectrum-disorder convolutional-neural-networks deep-learning sincnet

Last synced: 13 Apr 2025

https://github.com/durner/yolo-autonomous-drone

YOLO Autonomous Drone - Deep Learning Person Detection: The YOLO Drone localizes and follows people with the help of the YOLO Deep Network

actuators ar-drone autonomous deep-learning drone keras machine-learning yolo yolo-network

Last synced: 13 Apr 2025

https://github.com/chnsh/deep-semantic-code-search

Deep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application

deep-learning deep-neural-networks nlp nlp-machine-learning

Last synced: 15 Mar 2025

https://github.com/hemansnation/machine-learning-mlops-generativeai-nlp-cv-mlsystem-design

MLOps - Deploy models at scale, Generative AI - Build applications with LLMs, NLP - Understand Transformers & Text Generation Models, Computer Vision - Build GANs projects like Deepfakes, ML System Design, hands-on project building and code algorithms from scratch.

computer-vision data-science deep-learning generative-ai machine-learning natural-language-processing python

Last synced: 15 Apr 2025

https://github.com/lululxvi/deep-learning-for-indentation

Extraction of mechanical properties of materials through deep learning from instrumented indentation

additive-manufacturing deep-learning indentation mechanics-of-materials

Last synced: 06 Mar 2026

https://github.com/abdoelsayed2016/TNCR_Dataset

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142

classification cnn convolutional-neural-networks deep-learning image-classification mmdetection object-detection object-recognition pytorch table table-detection table-recognition

Last synced: 07 May 2025

https://github.com/lucidrains/hl-gauss-pytorch

The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch

artificial-intelligence deep-learning regression-as-classification reinforcement-learning

Last synced: 18 Nov 2025

https://github.com/ethanyuan/tensorflow-zero-to-n

《TensorFlow从0到N》是一个技术文章系列,从一个线性回归问题开始,逐步递进至现代卷积网络,构建完整的深度学习基础。

ai deep-learning machine-learning python tensorflow

Last synced: 21 Mar 2025

https://github.com/dwhitena/oreilly-ai-k8s-tutorial

Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018

ai data-science deep-learning docker kubernetes machine-learning

Last synced: 13 Sep 2025

https://github.com/team-approx-bayes/ivon

IVON optimizer for neural networks based on variational learning.

deep-learning optimization-algorithms optimizer python pytorch variational-inference

Last synced: 26 Jun 2025

https://github.com/guopengf/reconformer

ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer

deep-learning mri-reconstruction pytorch transformer

Last synced: 06 Oct 2025

https://github.com/npatta01/mobile-deep-learning-classifier

Tutorial on building and deploying a Mobile Deep Learning Classifier for food

cross-platform deep-learning expo fastai food-classification mobile mobile-app pytorch react-native

Last synced: 17 Oct 2025

https://github.com/eurus-holmes/research_papers

Record some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.

computer-vision deep-learning natural-language-processing paper-writing papers-reading research-paper

Last synced: 04 Mar 2026

https://github.com/christopher-beckham/hologan-pytorch

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

celeba dcgan deep-learning gans generative-adversarial-network hologan inverse-graphics pytorch pytorch-gan pytorch-implementation

Last synced: 15 Mar 2026

https://github.com/ztxtech/Time-Evidence-Fusion-Network

Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting" (https://arxiv.org/abs/2405.06419)

cuda deep-learning machine-learning macos neural-network neural-networks pytorch time-series time-series-analysis time-series-forecasting time-series-prediction uestc

Last synced: 01 Apr 2025

https://github.com/ChibaniMohamed/cnn_age_gender

Age and Gender prediction using Keras

cnn-keras deep-learning neural-network prediction

Last synced: 29 Apr 2025

https://github.com/flyyuan/Chinese-Medical-QA-Data

中文疾病诊断数据集(百万条),可用于中国人疾病分析、疾病诊断。

dataset deep-learning

Last synced: 27 Apr 2025

https://github.com/ivy-llc/gym

Fully differentiable RL environments, written in Ivy.

deep-learning gym-environment ivy jax machine-learning mxnet numpy python pytorch reinforcement-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/crcollins/molml

A library to interface molecules and machine learning.

cheminformatics chemistry deep-learning machine-learning numpy python python-library quantum

Last synced: 19 Feb 2026

https://github.com/gyuho/dplearn

Learn Deep Learning The Hard Way

deep-learning statistical-learning

Last synced: 25 Aug 2025

https://github.com/renumics/sliceguard

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

data-analysis data-cleaning data-curation data-exploration data-science data-visualization deep-learning eda exploratory-data-analysis machine-learning python visualization

Last synced: 16 Mar 2025

https://github.com/anuragranj/humanflow

Learning Human Optical Flow

deep-learning optical-flow spynet

Last synced: 05 Apr 2025

https://github.com/andersy005/tvm-in-action

TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together

deep-learning tvm

Last synced: 30 Apr 2025

https://github.com/masa-su/tars

A deep generative model library in Theano and Lasagne

deep-learning generative-model lasagne theano

Last synced: 29 Jan 2026

https://github.com/adichat/faces

Do you look like a Nobel Laureate :medal_military:, Physicist, Chemist, Mathematician, Actor or a Programmer? God gave you one face and you went on to get a peek into the mind of God. :cloud_with_lightning:

deep-learning eigenfaces flask machine-learning principal-component-analysis python

Last synced: 11 Oct 2025

https://github.com/sovit-123/traffic-light-detection-using-yolov3

Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3

autonomous-driving convolutional-neural-networks deep-learning neural-networks traffic-light-detection yolov3

Last synced: 11 Apr 2025

https://github.com/eth-siplab/RAP

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

computer-vision deep-learning image-deblurring image-denoising image-restoration jpeg-artifact-removal segment-anything

Last synced: 24 Jul 2025

https://github.com/danijar/ninjax

General Modules for JAX

deep-learning jax

Last synced: 06 Apr 2025

https://github.com/swall0w/papers

This is a repository for summarizing papers especially related to machine learning.

deep-learning machine-learning papers summary

Last synced: 07 Jan 2026

https://github.com/pannous/tensorpeers

p2p peer-to-peer training of tensorflow models

deep-learning distributed p2p peer-to-peer tensorflow training

Last synced: 17 Mar 2025

https://github.com/wenliangdai/modality-transferable-mer

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

cmu-mosei deep-learning emotion-recognition few-shot iemocap multimodal nlp pytorch zero-shot

Last synced: 02 May 2025

https://github.com/pswpswpsw/nif

A library for dimensionality reduction on spatial-temporal PDE

deep-learning dimensionality-reduction pde reduced-order-modeling tensorflow

Last synced: 30 Apr 2025

https://github.com/pathak22/ccnn

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

computer-vision constraints deep-learning fcn fully-convolutional-networks linear-constraints machine-learning segmentation

Last synced: 17 Jun 2025

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 01 May 2025

https://github.com/lucidrains/retrieval-augmented-ddpm

Implementation of Retrieval-Augmented Denoising Diffusion Probabilistic Models in Pytorch

artificial-intelligence deep-learning image-generation retrieval

Last synced: 30 Apr 2025

https://github.com/braun-steven/dfi-tensorflow

Implementation of Deep Feature Interpolation in Tensorflow using a VGG19 model

deep-learning deep-neural-networks machine-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/philipperemy/speaker-change-detection

Paper: https://arxiv.org/abs/1702.02285

deep-learning keras speaker-change-detection

Last synced: 26 Jul 2025

https://github.com/yukezhu/visual7w-qa-models

Visual7W visual question answering models

deep-learning recurrent-neural-networks

Last synced: 29 Oct 2025

https://github.com/pfnet-research/bayesgrad

BayesGrad: Explaining Predictions of Graph Convolutional Networks

chainer chemistry deep-learning graph-convolutional-networks interpretability neural-network python saliency

Last synced: 13 Apr 2025

https://github.com/dalmia/udacity-deep-reinforcement-learning

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

artificial-intelligence deep-learning machine-learning nanodegree neural-network reinforcement-learning udacity

Last synced: 10 Apr 2025

https://github.com/BAMresearch/automatic-sem-image-segmentation

Workflow for Simulation and Automatic Semantic Segmentation of Electron Microscopy Images

cyclegan deep-learning electron-microscopy neural-networks segmentation sem simulation tem unet

Last synced: 16 Jan 2026

https://github.com/lumo-tech/lumo

More light-weight pytorch experiment management library!

deep-learning experiment-management experiment-tracking pytorch version-control

Last synced: 26 Oct 2025

https://github.com/khanlab/hippunfold

BIDS App for Hippunfold (automated hippocampal unfolding and subfield segmentation)

deep-learning hippocampus mri python segmentation

Last synced: 14 Dec 2025

https://github.com/tatevkaren/tatevkaren-data-science-portfolio

Data Science Portfolio of Tatev Karen Aslanyan including Case Studies and Research Projects that I have completed that solve business problems or introduce new products. Case Study papers, codes, and additional resources are all included.

blog case-study computer-science data-analysis data-science deep-learning econometrics machine-learning papers portfolio portfolio-website statistics

Last synced: 10 Apr 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 Awesome-Prompt-Engineering 457 awesome-ai-in-finance 208 learn-ai-engineering 114 Awesome-Geospatial 1,525 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 Awesome-Deblurring 444 awesome-anomaly-detection 138 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559